Faster throughput,
superior image quality
for academia and industry
ZEISS DeepRecon Pro

Faster throughput by up to 10X

in situ scanning, extreme interior tomographies

Flexible choices with one-click workflow

X-ray microscopy can provide uniqueand high resolution imaging applications.

DeepRecon Pro uniquely harvests the hidden

non-destructive insights into the micro-

opportunities in big data generated by yourstructure that defines the properties

Better image quality

ZEISS X-ray microscope and provides signif-

and performance of your devices or mate-

Achieving the highest image quality and aicant AI-driven speed and/or image quality

rials. Accelerating research by dramaticallyfaster time to results has been a challenge forimprovements. Now you can enjoy flexibility

reducing acquisition times leads to new andhigh-resolution X-ray microscopy. “Noise” is afor your research: speed when your process-far-reaching discoveries and capabilities. In

particular problem, putting extreme demands

es demand it and image quality when youraddition, improved throughput can result inon the imaging process, and achieving aresearch schedule allows it. Customers canfaster and more accurate analysis, significant-high signal-to-noise ratio (SNR) can affectself-train new network models on-site withly increasing your return on investment. Thisthroughput. DeepRecon Pro offers statisti-

an extremely easy-to-use interface. The one-is especially valuable in a) repetitive workflows

cally improved SNR, greatly reducing X-ray

click workflow of DeepRecon Pro eliminates

for process development, manufacturing, andtomographic imaging artifacts and providing

the need for a machine learning expert andquality control b) non-repetitive workflows forsuperior image quality.

can be seamlessly operated by a novice user.

Standard Reconstruction

Standard Reconstruction

DeepRecon Pro

100 µmScan Time: 9 hours

Scan Time: 53 minutes

Scan Time: 53 minutes

DeepRecon Pro used for throughput improvement for Ceramic Matrix Composite (CMC) sample, achieving 10× throughput improvement without sacrificing image quality. This would allow for muchhigher temporal resolution for in situ studies.

Applications Examples
ZEISS DeepRecon Pro brings AI to your ZEISS 3D X-ray micro-

Standard Reconstruction

scope, offering benefits in a variety of fields, often coming down
to improved utilization, faster time to results, and improved
return on investment.
• Materials Science

100 µmIn situ materials testing can greatly benefit from faster
imaging, allowing researchers to examine phenomena withmore in situ test points and gain a more detailed understandingof the mechanisms involved. Higher image quality reconstructions allow materials researchers to push the boundaries of

DeepRecon Pro

interior volume imaging on deeply buried structures, resolving
imaging and the best image quality to tackle a range of
100 µmmaterials research applications.
• Geosciences
One of the biggest challenges associated with X-ray microscopyis speed. When performing multiscale pore structural analyses,
high resolution interior tomographies targeted at specificfeatures can take a long time. Similarly, dynamic in situ studies
require high temporal resolution. For industrial applications,such as surface exposure analysis in mining, fast time-to-results
can enhance system profitability and assist in rapid decision
making. DeepRecon Pro enables the extreme throughput thatallows breakthroughs in these research fields.
• Electronics
For the routine testing of alignment and material uniformity
in devices like camera lens assemblies, machine learningenhanced reconstruction algorithms can greatly reduce thenumber of projections needed to get to usable information.
DeepRecon Pro can be trained and employed to speed-up therate of devices that can be tested by a single XRM.
• Semiconductor Package
Interconnect structures are shrinking with higher packing density while packages are growing larger. The end result is smaller,
more difficult-to-find defects, and longer analysis times. For failure
analysis and quality control applications, DeepRecon Pro enables
up to 4X faster throughput by leveraging deep learning networks
trained per package type.
• Life Sciences
The ability to observe structure with low contrast and achieve
the best image quality are critically important in life science
research. Push the boundaries of image quality at the highest
3D resolutions for non-destructive imaging of samples likebrain tissue, bone, plants and fixed small animal models.
DeepRecon Pro allows life science researchers to obtain faster
results from more samples and achieve the optimal image
quality needed for their demanding work.

micro@zeiss.comwww.zeiss.com/xrm-reconstruction-technology

DeepRecon Pro for image quality improvement: resolve low contrast features likegraphite battery anodes with improved image quality.

Not for therapeutic use, treatment or medical diagnostic evidence. Not all products are available in every country. Contact your local ZEISS representative for more information.
EN_44_012_069 CZ | 07/2021 | Design, scope of delivery and technical progress subject to change without notice. | © Carl Zeiss Microscopy GmbHlow contrast features. DeepRecon Pro delivers both accelerated